{
  "focus": "apify/crawlee",
  "project": {
    "repo": "apify/crawlee",
    "name": "crawlee",
    "description": "Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.",
    "maintainer": "apify",
    "license": "Apache-2.0",
    "language": "TypeScript",
    "recent_activity": "active_last_week"
  },
  "summary": "apify/crawlee graph connects 3 alternatives, 8 related projects, 3 inferred dependencies, 4 deployment targets, and 3 use cases.",
  "next_actions": [
    {
      "label": "Open project knowledge",
      "href": "/projects/apify/crawlee",
      "kind": "project"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/apify/crawlee",
      "kind": "alternatives"
    },
    {
      "label": "Explore related projects",
      "href": "/api/related/apify/crawlee",
      "kind": "related"
    },
    {
      "label": "Explain score",
      "href": "/score/apify/crawlee",
      "kind": "score"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=apify/crawlee",
      "kind": "compare"
    }
  ],
  "graph_stats": {
    "node_count": 153,
    "edge_count": 376,
    "project_count": 108,
    "relationship_counts": {
      "alternative": 72,
      "related": 72,
      "category": 24,
      "deployment": 95,
      "use_case": 72,
      "dependency": 41
    }
  },
  "relationship_groups": {
    "alternatives": [
      {
        "repo": "browser-use/browser-use",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "browser-use/browser-harness",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      },
      {
        "repo": "browserbase/stagehand",
        "reason": "Same browser agent intent with browser_automation, workflow overlap."
      }
    ],
    "related": [
      {
        "repo": "apify/crawlee-python",
        "reason": "Shared browser agent category and library_only deployment context."
      },
      {
        "repo": "tiliondev/fortress",
        "reason": "Shared browser agent category and docker deployment context."
      },
      {
        "repo": "jo-inc/camofox-browser",
        "reason": "Shared browser agent category and docker deployment context."
      },
      {
        "repo": "apify/apify-sdk-python",
        "reason": "Shared browser agent category and docker deployment context."
      },
      {
        "repo": "browserless/browserless",
        "reason": "Shared browser agent category and docker deployment context."
      },
      {
        "repo": "ScrapeGraphAI/scrapegraph-py",
        "reason": "Shared browser agent category and library_only deployment context."
      },
      {
        "repo": "SeleniumHQ/selenium",
        "reason": "Shared browser agent category and docker deployment context."
      },
      {
        "repo": "magnitudedev/browser-agent",
        "reason": "Shared browser agent category and docker deployment context."
      }
    ],
    "dependencies": [
      "Vector database",
      "Browser automation",
      "LLM provider"
    ],
    "deployment_targets": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "use_cases": [
      "build browser automation agents",
      "operate web tasks with LLMs",
      "test web workflows"
    ]
  },
  "evidence": {
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      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics",
      "graph.nodes",
      "graph.edges",
      "graph.relationship_groups"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: contributors90d."
    ],
    "confidence_reason": "apify/crawlee graph is grounded in indexed alternatives, related projects, deployments, dependencies, and use cases.",
    "last_verified_at": "2026-08-05T05:30:19.089Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: contributors90d."
  ],
  "confidence_reason": "apify/crawlee graph is grounded in indexed alternatives, related projects, deployments, dependencies, and use cases.",
  "source_fields": [
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    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "graph.nodes",
    "graph.edges",
    "graph.relationship_groups"
  ],
  "last_verified_at": "2026-08-05T05:30:19.089Z",
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      "label": "crawlee",
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      "score": 82,
      "repo": "apify/crawlee"
    },
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    {
      "source": "open-webui/open-webui",
      "target": "mozilla-ai/otari",
      "kind": "related",
      "reason": "Shared ai app template category and docker deployment context.",
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    {
      "source": "open-webui/open-webui",
      "target": "CopilotKit/aimock",
      "kind": "related",
      "reason": "Shared ai app template category and docker deployment context.",
      "weight": 82
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    {
      "source": "open-webui/open-webui",
      "target": "bentoml/OpenLLM",
      "kind": "related",
      "reason": "Shared ai app template category and docker deployment context.",
      "weight": 82
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    {
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    {
      "source": "langchain-ai/langchain",
      "target": "deployment:docker",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "langchain-ai/langchain",
      "target": "deployment:library_only",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "langchain-ai/langchain",
      "target": "deployment:local",
      "kind": "deployment",
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    {
      "source": "langchain-ai/langchain",
      "target": "deployment:cloud",
      "kind": "deployment",
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    {
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    {
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      "kind": "use_case",
      "weight": 58
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    {
      "source": "langchain-ai/langchain",
      "target": "dependency:vector-database",
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      "weight": 54
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    {
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      "weight": 100
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    {
      "source": "langchain-ai/langchain",
      "target": "Protocol-Lattice/go-agent",
      "kind": "alternative",
      "reason": "Same agent framework intent with rag, workflow overlap.",
      "weight": 100
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    {
      "source": "langchain-ai/langchain",
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      "weight": 100
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    {
      "source": "langchain-ai/langchain",
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    {
      "source": "langchain-ai/langchain",
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      "kind": "related",
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      "weight": 82
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    {
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      "weight": 82
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    {
      "source": "github/spec-kit",
      "target": "deployment:library_only",
      "kind": "deployment",
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    {
      "source": "github/spec-kit",
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      "kind": "deployment",
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    {
      "source": "github/spec-kit",
      "target": "deployment:cloud",
      "kind": "deployment",
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    {
      "source": "github/spec-kit",
      "target": "use_case:build-ai-coding-assistants",
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    {
      "source": "github/spec-kit",
      "target": "use_case:automate-developer-workflows",
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    {
      "source": "github/spec-kit",
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    {
      "source": "github/spec-kit",
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    {
      "source": "github/spec-kit",
      "target": "OpenHands/OpenHands",
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      "weight": 100
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    {
      "source": "github/spec-kit",
      "target": "langchain-ai/open-swe",
      "kind": "alternative",
      "reason": "Same coding agent intent with coding_agent, workflow overlap.",
      "weight": 100
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    {
      "source": "github/spec-kit",
      "target": "agentforce314/clawcodex",
      "kind": "alternative",
      "reason": "Same coding agent intent with coding_agent, workflow overlap.",
      "weight": 100
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    {
      "source": "github/spec-kit",
      "target": "Nano-Collective/nanocoder",
      "kind": "related",
      "reason": "Shared coding agent category and library_only deployment context.",
      "weight": 82
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    {
      "source": "github/spec-kit",
      "target": "narumiruna/pi-extensions",
      "kind": "related",
      "reason": "Shared coding agent category and library_only deployment context.",
      "weight": 82
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    {
      "source": "github/spec-kit",
      "target": "earendil-works/pi",
      "kind": "related",
      "reason": "Shared coding agent category and library_only deployment context.",
      "weight": 82
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    {
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    {
      "source": "ggml-org/llama.cpp",
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    {
      "source": "ggml-org/llama.cpp",
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    {
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    {
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    {
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    {
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      "weight": 100
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    {
      "source": "ggml-org/llama.cpp",
      "target": "facebookresearch/faiss",
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      "weight": 100
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    {
      "source": "ggml-org/llama.cpp",
      "target": "cactus-compute/cactus",
      "kind": "alternative",
      "reason": "Same rag framework intent with rag overlap.",
      "weight": 100
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    {
      "source": "ggml-org/llama.cpp",
      "target": "xorbitsai/inference",
      "kind": "related",
      "reason": "Shared rag framework category and docker deployment context.",
      "weight": 82
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    {
      "source": "ggml-org/llama.cpp",
      "target": "infiniflow/ragflow",
      "kind": "related",
      "reason": "Shared rag framework category and docker deployment context.",
      "weight": 82
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    {
      "source": "ggml-org/llama.cpp",
      "target": "QuantumNous/new-api",
      "kind": "related",
      "reason": "Shared rag framework category and docker deployment context.",
      "weight": 82
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    {
      "source": "browser-use/browser-use",
      "target": "category:browser_agent",
      "kind": "category",
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    {
      "source": "browser-use/browser-use",
      "target": "deployment:docker",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "browser-use/browser-use",
      "target": "deployment:library_only",
      "kind": "deployment",
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    {
      "source": "browser-use/browser-use",
      "target": "deployment:local",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "browser-use/browser-use",
      "target": "deployment:cloud",
      "kind": "deployment",
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    {
      "source": "browser-use/browser-use",
      "target": "use_case:build-browser-automation-agents",
      "kind": "use_case",
      "weight": 58
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    {
      "source": "browser-use/browser-use",
      "target": "use_case:operate-web-tasks-with-llms",
      "kind": "use_case",
      "weight": 58
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    {
      "source": "browser-use/browser-use",
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      "kind": "use_case",
      "weight": 58
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    {
      "source": "browser-use/browser-use",
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    {
      "source": "browser-use/browser-use",
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    {
      "source": "browser-use/browser-use",
      "target": "browser-use/browser-harness",
      "kind": "alternative",
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      "weight": 100
    },
    {
      "source": "browser-use/browser-use",
      "target": "apify/crawlee-python",
      "kind": "alternative",
      "reason": "Same browser agent intent with browser_automation, workflow overlap.",
      "weight": 100
    },
    {
      "source": "browser-use/browser-use",
      "target": "tiliondev/fortress",
      "kind": "alternative",
      "reason": "Same browser agent intent with browser_automation, workflow overlap.",
      "weight": 100
    },
    {
      "source": "browser-use/browser-use",
      "target": "nanobrowser/nanobrowser",
      "kind": "related",
      "reason": "Shared browser agent category and library_only deployment context.",
      "weight": 82
    },
    {
      "source": "browser-use/browser-use",
      "target": "jo-inc/camofox-browser",
      "kind": "related",
      "reason": "Shared browser agent category and docker deployment context.",
      "weight": 82
    },
    {
      "source": "browser-use/browser-use",
      "target": "apify/crawlee",
      "kind": "related",
      "reason": "Shared browser agent category and docker deployment context.",
      "weight": 82
    },
    {
      "source": "openai/codex",
      "target": "category:coding_agent",
      "kind": "category",
      "weight": 72
    },
    {
      "source": "openai/codex",
      "target": "deployment:library_only",
      "kind": "deployment",
      "weight": 64
    },
    {
      "source": "openai/codex",
      "target": "deployment:local",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "openai/codex",
      "target": "deployment:cloud",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "openai/codex",
      "target": "use_case:build-ai-coding-assistants",
      "kind": "use_case",
      "weight": 58
    },
    {
      "source": "openai/codex",
      "target": "use_case:automate-developer-workflows",
      "kind": "use_case",
      "weight": 58
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    {
      "source": "openai/codex",
      "target": "use_case:integrate-codebase-aware-agents",
      "kind": "use_case",
      "weight": 58
    },
    {
      "source": "openai/codex",
      "target": "dependency:llm-provider",
      "kind": "dependency",
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    {
      "source": "openai/codex",
      "target": "gi-dellav/zerostack",
      "kind": "alternative",
      "reason": "Same coding agent intent with coding_agent, workflow overlap.",
      "weight": 100
    },
    {
      "source": "openai/codex",
      "target": "reyamira/models",
      "kind": "alternative",
      "reason": "Same coding agent intent with coding_agent, workflow overlap.",
      "weight": 100
    },
    {
      "source": "openai/codex",
      "target": "TabbyML/tabby",
      "kind": "alternative",
      "reason": "Same coding agent intent with coding_agent, workflow overlap.",
      "weight": 100
    },
    {
      "source": "openai/codex",
      "target": "github/spec-kit",
      "kind": "related",
      "reason": "Shared coding agent category and library_only deployment context.",
      "weight": 82
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    {
      "source": "openai/codex",
      "target": "earendil-works/pi",
      "kind": "related",
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      "weight": 82
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    {
      "source": "openai/codex",
      "target": "ollama/ollama",
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      "reason": "Shared coding agent category and library_only deployment context.",
      "weight": 82
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    {
      "source": "vllm-project/vllm",
      "target": "category:local_llm_runtime",
      "kind": "category",
      "weight": 72
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    {
      "source": "vllm-project/vllm",
      "target": "deployment:docker",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "vllm-project/vllm",
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      "kind": "deployment",
      "weight": 64
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    {
      "source": "vllm-project/vllm",
      "target": "deployment:local",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "vllm-project/vllm",
      "target": "deployment:cloud",
      "kind": "deployment",
      "weight": 64
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    {
      "source": "vllm-project/vllm",
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    {
      "source": "vllm-project/vllm",
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    {
      "source": "vllm-project/vllm",
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    {
      "source": "vllm-project/vllm",
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    },
    {
      "source": "vllm-project/vllm",
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      "kind": "alternative",
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      "weight": 100
    },
    {
      "source": "vllm-project/vllm",
      "target": "bentoml/BentoML",
      "kind": "alternative",
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      "weight": 100
    },
    {
      "source": "vllm-project/vllm",
      "target": "microsoft/aici",
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    },
    {
      "source": "vllm-project/vllm",
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      "reason": "Shared docker deployment context.",
      "weight": 82
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    {
      "source": "vllm-project/vllm",
      "target": "toverainc/willow-inference-server",
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      "reason": "Shared local llm runtime category and docker deployment context.",
      "weight": 82
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    {
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    {
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    {
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    {
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    {
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    {
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    {
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      "weight": 100
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      "weight": 100
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      "weight": 100
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      "target": "neuml/txtai",
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    {
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    {
      "source": "earendil-works/pi",
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    {
      "source": "earendil-works/pi",
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    {
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    {
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    {
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    {
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      "target": "cline/cline",
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      "target": "continuedev/continue",
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      "source": "earendil-works/pi",
      "target": "ollama/ollama",
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    {
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    {
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